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Global Evolution of Research in Artificial Intelligence in Health and Medicine: A Bibliometric Study

Tran Bach 1, 2
Giang Vu 3, 4
Ha Giang 5
Quan-Hoang Vuong 6, 7
Manh Tung Ho 6, 7
Thu-Trang Vuong 8
Viet-Phuong La 6, 7
Manh-Toan Ho 6, 7
Kien Cuong Nghiem 9
Huong Nguyen 5
Carl Latkin 2
Wilson Tam 4, 10
Ngai-Man Cheung 3, 11
Hong Kong Nguyen 12
Cyrus Ho 13
Roger Ho 14, 15, 16
6
 
Center for Interdisciplinary Social Research, Phenikaa University, Yen Nghia, Ha Dong District, Hanoi 100803, Vietnam
7
 
Faculty of Economics and Finance, Phenikaa University, Yen Nghia, Ha Dong District, Hanoi 100803, Vietnam
8
 
Sciences Po Paris, Campus de Dijon, 21000 Dijon, France
9
 
Vietnam-Germany Hospital, 16 Phu Doan Street, Hoan Kiem District, Hanoi 100000, Vietnam
12
 
A.I. for Social Data Lab (AISDL), Vuong & Associates, 3/161 Thinh Quang, Dong Da district, Hanoi 100000, Vietnam
13
 
Department of Psychological Medicine, National University Hospital, Singapore 119228, Singapore
Тип публикацииJournal Article
Дата публикации2019-03-14
scimago Q1
wos Q1
БС1
SJR0.919
CiteScore5.2
Impact factor2.9
ISSN20770383
General Medicine
Краткое описание

The increasing application of Artificial Intelligence (AI) in health and medicine has attracted a great deal of research interest in recent decades. This study aims to provide a global and historical picture of research concerning AI in health and medicine. A total of 27,451 papers that were published between 1977 and 2018 (84.6% were dated 2008–2018) were retrieved from the Web of Science platform. The descriptive analysis examined the publication volume, and authors and countries collaboration. A global network of authors’ keywords and content analysis of related scientific literature highlighted major techniques, including Robotic, Machine learning, Artificial neural network, Artificial intelligence, Natural language process, and their most frequent applications in Clinical Prediction and Treatment. The number of cancer-related publications was the highest, followed by Heart Diseases and Stroke, Vision impairment, Alzheimer’s, and Depression. Moreover, the shortage in the research of AI application to some high burden diseases suggests future directions in AI research. This study offers a first and comprehensive picture of the global efforts directed towards this increasingly important and prolific field of research and suggests the development of global and national protocols and regulations on the justification and adaptation of medical AI products.

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Журналы

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International Journal of Environmental Research and Public Health
6 публикаций, 1.87%
Journal of Clinical Medicine
4 публикации, 1.25%
Lecture Notes in Computer Science
4 публикации, 1.25%
Journal of Medical Internet Research
3 публикации, 0.93%
JMIR Medical Informatics
3 публикации, 0.93%
Diagnostics
3 публикации, 0.93%
Heliyon
3 публикации, 0.93%
International Journal of Medical Informatics
3 публикации, 0.93%
Annals of Vascular Surgery
3 публикации, 0.93%
Communications in Computer and Information Science
3 публикации, 0.93%
Journal of Personalized Medicine
3 публикации, 0.93%
Lecture Notes in Networks and Systems
3 публикации, 0.93%
Library Hi Tech
2 публикации, 0.62%
European Journal of Trauma and Emergency Surgery
2 публикации, 0.62%
Applied Sciences (Switzerland)
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Sustainability
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Healthcare
2 публикации, 0.62%
Cancers
2 публикации, 0.62%
Frontiers in Pharmacology
2 публикации, 0.62%
Frontiers in Medicine
2 публикации, 0.62%
Frontiers in Oncology
2 публикации, 0.62%
Frontiers in Public Health
2 публикации, 0.62%
Sensors
2 публикации, 0.62%
BMC Medical Informatics and Decision Making
2 публикации, 0.62%
World Journal of Urology
2 публикации, 0.62%
Scientometrics
2 публикации, 0.62%
Intelligent Systems Reference Library
2 публикации, 0.62%
Collnet Journal of Scientometrics and Information Management
2 публикации, 0.62%
IEEE Access
2 публикации, 0.62%
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Springer Nature
70 публикаций, 21.81%
Elsevier
53 публикации, 16.51%
MDPI
41 публикация, 12.77%
Frontiers Media S.A.
17 публикаций, 5.3%
Institute of Electrical and Electronics Engineers (IEEE)
17 публикаций, 5.3%
SAGE
15 публикаций, 4.67%
Wiley
14 публикаций, 4.36%
JMIR Publications
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Taylor & Francis
10 публикаций, 3.12%
IGI Global
10 публикаций, 3.12%
Ovid Technologies (Wolters Kluwer Health)
7 публикаций, 2.18%
Emerald
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BMJ
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Cold Spring Harbor Laboratory
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Walter de Gruyter
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Scientific Scholar
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Hindawi Limited
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Association for Computing Machinery (ACM)
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AME Publishing Company
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EDP Sciences
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Bentham Science Publishers Ltd.
2 публикации, 0.62%
British Institute of Radiology
1 публикация, 0.31%
Spandidos Publications
1 публикация, 0.31%
Tech Science Press
1 публикация, 0.31%
China Science Publishing & Media
1 публикация, 0.31%
Social Science Electronic Publishing
1 публикация, 0.31%
Oxford University Press
1 публикация, 0.31%
International Medical Informatics Association
1 публикация, 0.31%
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ГОСТ |
Цитировать
Bach T. et al. Global Evolution of Research in Artificial Intelligence in Health and Medicine: A Bibliometric Study // Journal of Clinical Medicine. 2019. Vol. 8. No. 3. p. 360.
ГОСТ со всеми авторами (до 50) Скопировать
Bach T., Vu G., Giang H., Vuong Q., Ho M. T., Vuong T., La V., Ho M., Nghiem K. C., Nguyen H., Latkin C., Tam W., Cheung N., Nguyen H. K., Ho C., Ho R. Global Evolution of Research in Artificial Intelligence in Health and Medicine: A Bibliometric Study // Journal of Clinical Medicine. 2019. Vol. 8. No. 3. p. 360.
RIS |
Цитировать
TY - JOUR
DO - 10.3390/jcm8030360
UR - https://doi.org/10.3390/jcm8030360
TI - Global Evolution of Research in Artificial Intelligence in Health and Medicine: A Bibliometric Study
T2 - Journal of Clinical Medicine
AU - Bach, Tran
AU - Vu, Giang
AU - Giang, Ha
AU - Vuong, Quan-Hoang
AU - Ho, Manh Tung
AU - Vuong, Thu-Trang
AU - La, Viet-Phuong
AU - Ho, Manh-Toan
AU - Nghiem, Kien Cuong
AU - Nguyen, Huong
AU - Latkin, Carl
AU - Tam, Wilson
AU - Cheung, Ngai-Man
AU - Nguyen, Hong Kong
AU - Ho, Cyrus
AU - Ho, Roger
PY - 2019
DA - 2019/03/14
PB - MDPI
SP - 360
IS - 3
VL - 8
PMID - 30875745
SN - 2077-0383
ER -
BibTex |
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BibTex (до 50 авторов) Скопировать
@article{2019_Bach,
author = {Tran Bach and Giang Vu and Ha Giang and Quan-Hoang Vuong and Manh Tung Ho and Thu-Trang Vuong and Viet-Phuong La and Manh-Toan Ho and Kien Cuong Nghiem and Huong Nguyen and Carl Latkin and Wilson Tam and Ngai-Man Cheung and Hong Kong Nguyen and Cyrus Ho and Roger Ho},
title = {Global Evolution of Research in Artificial Intelligence in Health and Medicine: A Bibliometric Study},
journal = {Journal of Clinical Medicine},
year = {2019},
volume = {8},
publisher = {MDPI},
month = {mar},
url = {https://doi.org/10.3390/jcm8030360},
number = {3},
pages = {360},
doi = {10.3390/jcm8030360}
}
MLA
Цитировать
Bach, Tran, et al. “Global Evolution of Research in Artificial Intelligence in Health and Medicine: A Bibliometric Study.” Journal of Clinical Medicine, vol. 8, no. 3, Mar. 2019, p. 360. https://doi.org/10.3390/jcm8030360.